无人机集群对地作战任务可靠性评估

V279; 针对无人机(unmanned aerial vehicle,UAV)集群执行对地攻击任务可靠性评估问题,考虑实际作战环境和任务规划,建立了一种适用于具体任务过程的可靠性评估方法.首先,建立了 UAV集群作战的时态异构网络模型,用时态打击链模拟UAV集群任务规划和协同作战过程.然后,基于连续时间马尔可夫链(continuous-time Markov chain,CTMC)建立了 UAV集群在威胁区域飞行的生存概率模型.进而,综合UAV集群的作战能力和生存概率,提出了任务可靠性评估方法.最后,通过实例分析,验证了该模型的实用性和合理性.该模型考虑到各方面影响战果的因素,贴合实际,为U...

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Published in系统工程与电子技术 Vol. 45; no. 9; pp. 2971 - 2978
Main Authors 齐小刚, 周雨桐, 刘立芳
Format Journal Article
LanguageChinese
Published 西安电子科技大学数学与统计学院,陕西西安710071%西安电子科技大学计算机科学与技术学院,陕西西安710071 2023
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ISSN1001-506X
DOI10.12305/j.issn.1001-506X.2023.09.38

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Abstract V279; 针对无人机(unmanned aerial vehicle,UAV)集群执行对地攻击任务可靠性评估问题,考虑实际作战环境和任务规划,建立了一种适用于具体任务过程的可靠性评估方法.首先,建立了 UAV集群作战的时态异构网络模型,用时态打击链模拟UAV集群任务规划和协同作战过程.然后,基于连续时间马尔可夫链(continuous-time Markov chain,CTMC)建立了 UAV集群在威胁区域飞行的生存概率模型.进而,综合UAV集群的作战能力和生存概率,提出了任务可靠性评估方法.最后,通过实例分析,验证了该模型的实用性和合理性.该模型考虑到各方面影响战果的因素,贴合实际,为UAV集群任务可靠性评估和决策提供了参考.
AbstractList V279; 针对无人机(unmanned aerial vehicle,UAV)集群执行对地攻击任务可靠性评估问题,考虑实际作战环境和任务规划,建立了一种适用于具体任务过程的可靠性评估方法.首先,建立了 UAV集群作战的时态异构网络模型,用时态打击链模拟UAV集群任务规划和协同作战过程.然后,基于连续时间马尔可夫链(continuous-time Markov chain,CTMC)建立了 UAV集群在威胁区域飞行的生存概率模型.进而,综合UAV集群的作战能力和生存概率,提出了任务可靠性评估方法.最后,通过实例分析,验证了该模型的实用性和合理性.该模型考虑到各方面影响战果的因素,贴合实际,为UAV集群任务可靠性评估和决策提供了参考.
Author 齐小刚
刘立芳
周雨桐
AuthorAffiliation 西安电子科技大学数学与统计学院,陕西西安710071%西安电子科技大学计算机科学与技术学院,陕西西安710071
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Author_FL QI Xiaogang
LIU Lifang
ZHOU Yutong
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Issue 9
Keywords 马尔可夫生存概率
ground operations
unmanned aerial vehicle(UAV)swarm
对地作战
Markov survival probability
无人机集群
任务可靠性
时态异构作战网络
mission reliability
temporal heterogeneous combat networks
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Snippet V279; 针对无人机(unmanned aerial vehicle,UAV)集群执行对地攻击任务可靠性评估问题,考虑实际作战环境和任务规划,建立了一种适用于具体任务过程的可靠性评估方法.首先,建...
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Title 无人机集群对地作战任务可靠性评估
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